{"id":"W4395020769","doi":"10.1161/strokeaha.123.044129","title":"ARISE I Consensus Statement on the Management of Chronic Subdural Hematoma","year":2024,"lang":"en","type":"article","venue":"Stroke","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Chronic subdural hematoma; Middle meningeal artery; Embolization; Randomized controlled trial; Clinical trial; Stroke (engine); Hematoma; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006225787,0.00006154462,0.00008459626,0.00002533561,0.00003411746,0.00001152693,0.00005377667,0.00001194993,0.0002284925],"category_scores_gemma":[0.000002871698,0.00003591023,0.00006544962,0.00008285705,0.00004691386,0.000005117352,0.00002785354,0.00009324229,0.0000929181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003980035,"about_ca_system_score_gemma":0.00003195675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003100764,"about_ca_topic_score_gemma":8.108267e-7,"domain_scores_codex":[0.9994356,0.00000986548,0.0001539372,0.0001295248,0.0001627292,0.0001083455],"domain_scores_gemma":[0.9996483,0.00005290471,0.00002122139,0.0002226175,0.0000175666,0.00003741715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002156101,0.0004780843,0.0002124667,0.002191349,0.0006395498,0.0004996047,0.0001299515,0.0000477773,0.01385188,0.9075406,0.05486423,0.01932895],"study_design_scores_gemma":[0.003395313,0.003072325,0.03087103,0.002913458,0.0008865952,0.0003923627,0.001215749,0.01100706,0.05659423,0.01002979,0.879128,0.0004940595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290348,0.001363394,0.000129528,0.02407926,0.0001806453,0.0006157174,0.00004303696,0.00009071642,0.04446289],"genre_scores_gemma":[0.9925856,0.00008427149,0.00004835716,0.0002268676,0.00003932654,0.00003883438,0.000003448391,0.000008094046,0.006965181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8975108,"threshold_uncertainty_score":0.2501833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586664775095112,"score_gpt":0.3045677005991845,"score_spread":0.2787010528482334,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}